Files
grant-outreach-engine/packages/outreach-core/drizzle/server/1784295305_match-judge-and-peer-precedent.sql
Croissant Le Doux cbc4512ffa feat(scoring): v4 — peer precedent, mission-fit floor, LLM match judge
Fixes the federal mismatch class (boys' camp × NIH research center):

- Peer precedent: federalPrecedent paginates USASpending (≤500 awards/
  program) and name-matches every recipient against primary-ICP NH
  registry orgs (shared normalizeOrgNameForMatching, also used by the
  self-match gate). The 25-pt precedent tiers now key off
  program_state_peer_award_count — Dartmouth renewals and SBIR LLCs no
  longer grant precedent to community nonprofits. Raw count + peer-
  annotated award list stay as review evidence (peer badges, peers-first).
- Mission-fit floor (12/30, grants_gov only): below it a match is stored
  with fit_viable=false and hidden from the pending queue, hero selection,
  and easy-win. Foundation-synthesized grants exempt (generic synopses).
- Mission-fit judge live (judgeMatches, 06:15, 200/night best-first):
  JUDGE_MODEL reads the synopsis against the org profile with an explicit
  ignore-eligibility-breadth instruction; graded verdict with required
  citations; deterministic verdict→points map (27/18/8/0) sets missionFit,
  total, easy-win, and viability. Verdicts survive nightly re-scores via
  an upsert splice and re-enter the judge queue when the org profile is
  re-researched (org_profiles.updated_at).

First sweep: 81/149 programs have NH history, only 6 have peer history;
queue-head judging zeroes the research-mechanism garbage (mismatch) while
surfacing genuine strong fits.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 10:52:50 -04:00

8 lines
732 B
SQL

CREATE TYPE "public"."match_judge_verdict" AS ENUM('strong_fit', 'plausible', 'weak', 'mismatch');--> statement-breakpoint
ALTER TABLE "grants" ADD COLUMN "program_state_peer_award_count" integer;--> statement-breakpoint
ALTER TABLE "matches" ADD COLUMN "fit_viable" boolean DEFAULT true NOT NULL;--> statement-breakpoint
ALTER TABLE "matches" ADD COLUMN "judge_verdict" "match_judge_verdict";--> statement-breakpoint
ALTER TABLE "matches" ADD COLUMN "judge_mission_fit" integer;--> statement-breakpoint
ALTER TABLE "matches" ADD COLUMN "judge_rationale" text;--> statement-breakpoint
ALTER TABLE "matches" ADD COLUMN "judged_at" timestamp with time zone;--> statement-breakpoint
ALTER TABLE "matches" ADD COLUMN "judge_model" text;